Optimizing GPT-4 Turbo Diagnostic Accuracy in Neuroradiology Through Prompt Engineering and Confidence Thresholds

Akihiko Wada,Toshiaki Akashi, George Shih, Akifumi Hagiwara,Mitsuo Nishizawa,Yayoi Hayakawa,Junko Kikuta,Keigo Shimoji,Katsuhiro Sano,Koji Kamagata,Atsushi Nakanishi,Shigeki Aoki

DIAGNOSTICS（2024）

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Key words

large language model (LLM),diagnostic imaging,neuroradiology,artificial intelligence in medicine,prompt engineering,confidence thresholds,GPT-4 Turbo,misdiagnosis reduction,AI diagnostic tools,clinical decision support

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